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2104.14235
Cited By
Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety
29 April 2021
Sebastian Houben
Stephanie Abrecht
Maram Akila
Andreas Bär
Felix Brockherde
P. Feifel
Tim Fingscheidt
Sujan Sai Gannamaneni
S. E. Ghobadi
A. Hammam
Anselm Haselhoff
Felix Hauser
Christian Heinzemann
Marco Hoffmann
Nikhil Kapoor
Falk Kappel
Marvin Klingner
Jan Kronenberger
Fabian Küppers
Jonas Löhdefink
M. Mlynarski
Michael Mock
F. Mualla
Svetlana Pavlitskaya
Maximilian Poretschkin
A. Pohl
Varun Ravi-Kumar
Julia Rosenzweig
Matthias Rottmann
S. Rüping
Timo Sämann
Jan David Schneider
Elena Schulz
Gesina Schwalbe
Joachim Sicking
Toshika Srivastava
Serin Varghese
Michael Weber
Sebastian J. Wirkert
Tim Wirtz
Matthias Woehrle
AAML
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Papers citing
"Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety"
20 / 20 papers shown
Title
OpenViGA: Video Generation for Automotive Driving Scenes by Streamlining and Fine-Tuning Open Source Models with Public Data
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Zhengyang Li
Malte Stelzer
Thomas Graave
Fabian Bettels
Muaaz Ataya
Tim Fingscheidt
VGen
22
0
0
18 Sep 2025
Towards Adversarial Robustness of Model-Level Mixture-of-Experts Architectures for Semantic Segmentation
Svetlana Pavlitska
Enrico Eisen
J. Marius Zöllner
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228
2
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16 Dec 2024
Criteria for Uncertainty-based Corner Cases Detection in Instance Segmentation
Florian Heidecker
A. El-khateeb
Maarten Bieshaar
Bernhard Sick
108
0
0
17 Apr 2024
Conditioning Latent-Space Clusters for Real-World Anomaly Classification
Daniel Bogdoll
Svetlana Pavlitska
Simon Klaus
J. Marius Zöllner
DRL
101
1
0
18 Sep 2023
SURE-Val: Safe Urban Relevance Extension and Validation
Kai Storms
Kent Mori
S. Peters
83
3
0
04 Aug 2023
A Close Look into the Calibration of Pre-trained Language Models
Yangyi Chen
Lifan Yuan
Ganqu Cui
Zhiyuan Liu
Heng Ji
243
55
0
31 Oct 2022
Space, Time, and Interaction: A Taxonomy of Corner Cases in Trajectory Datasets for Automated Driving
Kevin Rösch
Florian Heidecker
Julian Truetsch
K. Kowol
Clemens Schicktanz
Maarten Bieshaar
Bernhard Sick
Christoph Stiller
78
9
0
17 Oct 2022
Safe Perception -- A Hierarchical Monitor Approach
Cornelius Bürkle
Fabian Oboril
Johannes Burr
Kay-Ulrich Scholl
178
6
0
01 Aug 2022
A Survey on Uncertainty Toolkits for Deep Learning
Maximilian Pintz
Joachim Sicking
Maximilian Poretschkin
Maram Akila
ELM
129
6
0
02 May 2022
Tailored Uncertainty Estimation for Deep Learning Systems
Joachim Sicking
Maram Akila
Jan David Schneider
Fabian Hüger
Peter Schlicht
Tim Wirtz
Stefan Wrobel
UQCV
102
2
0
29 Apr 2022
SynWoodScape: Synthetic Surround-view Fisheye Camera Dataset for Autonomous Driving
A. Sekkat
Y. Dupuis
V. Kumar
Hazem Rashed
S. Yogamani
Pascal Vasseur
P. Honeine
237
56
0
09 Mar 2022
Unaligned but Safe -- Formally Compensating Performance Limitations for Imprecise 2D Object Detection
Tobias Schuster
Emmanouil Seferis
Simon Burton
Chih-Hong Cheng
120
6
0
10 Feb 2022
LiMoSeg: Real-time Bird's Eye View based LiDAR Motion Segmentation
S. Mohapatra
Mona Hodaei
S. Yogamani
Stefan Milz
H. Gotzig
Martin Simon
Hazem Rashed
Patrick Mäder
132
31
0
08 Nov 2021
Adversarial Attacks on Multi-task Visual Perception for Autonomous Driving
Ibrahim Sobh
Ahmed Hamed
V. Kumar
S. Yogamani
AAML
140
24
0
15 Jul 2021
The Care Label Concept: A Certification Suite for Trustworthy and Resource-Aware Machine Learning
K. Morik
Helena Kotthaus
Lukas Heppe
Danny Heinrich
Raphael Fischer
Andrea Pauly
Nico Piatkowski
134
4
0
01 Jun 2021
An Online Learning System for Wireless Charging Alignment using Surround-view Fisheye Cameras
Ashok Dahal
V. Kumar
S. Yogamani
Ciarán Eising
230
13
0
26 May 2021
Yes We Care! -- Certification for Machine Learning Methods through the Care Label Framework
K. Morik
Helena Kotthaus
Raphael Fischer
Sascha Mucke
Matthias Jakobs
Nico Piatkowski
Andrea Pauly
Lukas Heppe
Danny Heinrich
101
12
0
21 May 2021
Out-of-distribution Detection and Generation using Soft Brownian Offset Sampling and Autoencoders
Felix Möller
Diego Botache
Denis Huseljic
Florian Heidecker
Maarten Bieshaar
Bernhard Sick
OODD
186
26
0
04 May 2021
Thieves on Sesame Street! Model Extraction of BERT-based APIs
Kalpesh Krishna
Gaurav Singh Tomar
Ankur P. Parikh
Nicolas Papernot
Mohit Iyyer
MIACV
MLAU
300
213
0
27 Oct 2019
"Why Should I Trust You?": Explaining the Predictions of Any Classifier
Marco Tulio Ribeiro
Sameer Singh
Carlos Guestrin
FAtt
FaML
1.6K
18,229
0
16 Feb 2016
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